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Nice project! Im curious, did you had a look on performance vs. a baseline tensor framework? With Copapy I was initially surprised that in many non ANN applications for vector and …

I hate keeping extensive notes of experiments. When iterating fast, it feels to break the flow. However when keeping all adjustments in mind - its only a question of time until val…

In some fields its quite common to implement state machines in an imperative style with if-blocks and flags. That should be possible with Copapy by having decorated functions where…

Casadi uses either an interpreter or emits c-code, where Copapy directly runs machine code. Would be very interesting to benchmark Copapy against compiled Casadi c-code – looking i…

Thanks for your comment, I'll give a full write up a try. I think for deterministic control applications this concept has a sweet spot. While in conventional code the number of bra…

I built Copapy as an experiment: Can Python be used for hard real-time systems? Instead of an interpreter or JIT, Copapy builds a computation graph by tracing Python code and uses …

Copapy is an experiment in making Python usable for hard real-time systems by removing almost everything that makes Python non-deterministic. Instead of an interpreter or JIT, Copa…

What about correlating transmitted wireless frames with a LED flashing pattern? If the glasses stream video with a variable bitrate codec over wireless, flashing vs. non-flashing s…

For non-professional application it’s not the cheapest option, however on the used marked I payed 82 € for my last ethernet bus cupper plus 3 digital IO terminals. Often used Beckh…

Built this Python package because I wanted to run hardware controlling ML stuff and other control algorithms directly connected to industrial I/O hardware without jumping into anno…

To avoid the discussion where around the critical point it is a gas or not a gas ;) Sure, for ideal gases it’s quite clear; however I’m looking for adding real gas behavior to capt…

I would say it depends on the application: For energy stuff, ideal gas + water/steam might be sufficient. Rolling a lightweight process simulation framework (e.g. on top of gaspype…

That looks like a valuable resource, thank you! I already mostly stuck to a subset supported by NumPy and JAX (because that's the array libraries I'm familiar with). I hope the oth…

Thank you! Repo is located here: https://github.com/DLR-Institute-of-Future-Fuels/gaspype

I built gaspype, a Python library for fast thermodynamic calculations, like equilibrium reactions. It's lightweight, written in typed Python/Numpy, and comes with a large species d…

I've been working on Pyladoc, a Python package designed for web apps that generate data rich documents from code. It outputs HTML and LaTeX/PDF with Pandas tables and Matplotlib fi…